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DAILY EDITION · 2026

November 10, 2026 · Published at 07:00 Beijing Time

THE WORLD YESTERDAY.

1 Daily Overview · 8 Global Stories

A complex world, made clear.
A daily look beyond your filter bubble.

CURRENT EDITION2026-11-10
TODAY'S STYLESumi-e
TODAY'S OVERVIEWNO.01

Today's overview: eight stories, one changing world

1. TCSExam from Tsinghua and Moonshot AI tested frontier models on 100 expert-reviewed tasks: GPT-6 Astra proved 14 of 20 known theorems but independently solved none of 30 open conjectures. 2. Solo-built offline transcription app LoroNote is founder-reported at $6,800 in 28-day revenue, $1,503 MRR and 301 active subscriptions, while on-device inference removes per-hour cloud transcription cost. 3. AI-vision boxing coach Brawler has payment-verified MRR of $24,600 and 4,800 active subscriptions, monetizing monthly or annual plans through Meta ads and influencers. 4. Pattern reached $106 million in quarterly international revenue, up 56%, and $88 million outside Amazon, up 86%, showing that cross-platform, cross-border operations are making money. 5. WMO says 2026 will rank among the four warmest years on record, with January–September global near-surface temperature about 1.47°C above the pre-industrial average. 6. NASA says the 2026 Antarctic ozone hole ranked seventh largest by peak-season mean area in 48 years of monitoring, although it was not as deep as other large-area years. 7. A brain-penetrating zinc-finger protein variant from a KAIST-led team reduced amyloid-beta deposits by about 53% in both cortex and hippocampus in Alzheimer's-model mice, but has not been validated in humans. 8. The Paris G7 foreign ministers' meeting put support for Ukraine's capacity, finance and energy, Middle East stability, port security, humanitarian supply chains and AI safety into a two-day coordination agenda.

SourcearXiv
All sources (8)
ARTIFICIAL INTELLIGENCENO.02

TCSExam: GPT-6 Astra proves 14 known theorems but independently solves no open conjecture

Tsinghua University, Moonshot AI and the Shanghai Qizhi Institute released TCSExam, 100 expert-reviewed tasks spanning Lean theorem proving, solver engineering, constructions and 30 open conjectures. GPT-6 Astra completed 14 of 20 research theorems without supplied lemmas and led the Full index at 71.9. No model independently resolved an open conjecture; the few accepted conjecture submissions adapted counterexamples or proofs OpenAI had already published. Lean-kernel and executable checks make outcomes reproducible, but a benchmark should not equate skillful reconstruction of known knowledge with an original research breakthrough.

SourcearXiv
All sources (2)
ONE-PERSON COMPANYNO.03

Solo-run LoroNote reports $6,800 in 28-day revenue

A solo developer built LoroNote for iPhone and iPad users who need offline transcripts of meetings, interviews and lectures, running Whisper Large V3 Turbo and speaker separation on-device. In late October the founder reported a RevenueCat snapshot of $6,800 in 28-day revenue, $1,503 MRR and 301 active subscriptions, explicitly noting that revenue includes lifetime sales and is not profit. Pricing is $4.99 monthly, $19.99 yearly or $39.99 lifetime. Acquisition comes mainly from App Store keywords, localization and screenshots after unprofitable Apple Search Ads were stopped. Device-side delivery avoids a cloud transcription bill for every extra hour, while development, testing, support, device constraints and dependence on iOS remain real costs and limits.

SourceMonday Ideas
All sources (2)
PROFITABLE AI APPLICATIONNO.04

AI boxing coach Brawler reaches $24,600 in verified MRR

Brawler uses a phone camera and AI vision to analyse boxing technique and deliver personalized coaching to fitness and boxing users who want feedback on demand. TrustMRR's RevenueCat-connected data verified $24,600 MRR, 4,800 active subscriptions, $45,500 in the last 30 days and $184,000 all-time on November 9; the gap between MRR and cash is largely annual plans. Pricing is $9.99 monthly or $59.99 yearly, with acquisition through Meta ads and influencers and delivery through a Swift/SwiftUI app with Supabase and RevenueCat. Revenue is not profit, ad and influencer costs are undisclosed, and vision-based coaching still carries safety and liability boundaries.

SourceThe AI Receipts
CROSS-BORDER E-COMMERCENO.05

Pattern reaches $106 million in quarterly international revenue, up 56%

Pattern operates advertising, content, pricing, forecasting, logistics and customer service for hundreds of brands across more than 80 marketplaces including Amazon, TikTok Shop, Walmart, Tmall, JD and Mercado Libre. It reported Q3 revenue of $886 million, up 38%, including $106 million internationally, up 56%, $88 million outside Amazon, up 86%, and $32 million net income. Brand partnerships, product sales, SaaS and logistics monetize the cross-border operation. Inventory and fulfillment, marketplace rules, tariffs, trade policy, currency, consumer demand and platform concentration remain the main costs and risks, and company-level growth does not mean every brand earns the same margin.

SourcePattern Group
All sources (2)
CLIMATE SCIENCENO.06

2026 will rank among the four warmest years on record

WMO released its State of the Climate Update 2026 on the first day of COP31. Each of the past 12 years ranks among the warmest on record, and 2023–2026 are the top four. Global mean near-surface temperature for January–September 2026 was 1.47±0.13°C above the 1850–1900 average. Sea level reached a record, the ocean continues to absorb about 90% of excess heat and Earth's energy imbalance is rising faster. Most data stop in September, while an El Niño strengthening since August may lift the final annual anomaly, so the complete report is due in March 2027.

SourceWorld Meteorological Organization
EARTH SCIENCENO.07

The 2026 Antarctic ozone hole ranks seventh largest in 48 years of monitoring

NASA Earth Observatory says the 2026 Antarctic ozone hole ranked seventh largest in 48 years when measured by mean area during the September 7–October 13 peak depletion season, reaching its annual maximum area on September 18. An unusually strong Antarctic polar vortex created colder stratospheric conditions favorable to ozone loss, yet the hole was not as deep as other large-area years, showing that area and minimum concentration are different indicators. The long trend reflects both legacy chlorofluorocarbons and year-to-year weather, with Antarctic ozone expected to return to 1980 levels only in the 2070s.

SourceNASA Scientific Visualization Studio
LIFE SCIENCENO.08

A brain-penetrating protein cuts amyloid-beta deposits by about 53% in model mice

A KAIST-led team found that zinc-finger segment ZF2–4 binds amyloid-beta regions involved in aggregation, suppressing long toxic fibrils and breaking existing fibrils into shorter, less toxic fragments. Adding a short peptide created brain-penetrating ZF2–4–P9. In transgenic Alzheimer's-model mice it reduced amyloid-beta deposits by about 53% in both cerebral cortex and hippocampus and improved object-recognition memory. Other learning and memory tests did not show statistically significant improvement, while human efficacy, long-term safety and delivery remain unknown, so the animal result is not a clinical treatment.

SourceKAIST
GLOBAL GOVERNANCENO.09

Paris G7 ministers fold energy, ports, humanitarian logistics and AI safety into crisis coordination

France hosts the year's second formal G7 foreign ministers' meeting on November 9–10, covering support for Ukraine's capacity, finance and energy, Middle East stabilization and diversified energy supplies, plus crises from Sudan and Haiti to the Indo-Pacific. A new G7+ Ports Network meets in Marseille to exchange port-security and counternarcotics practices, while ministers also address streamlined humanitarian supply chains and frontier-AI safety. Brazil, Egypt, South Korea, Saudi Arabia and Ukraine join parts of the discussion. An agenda is not an outcome: the real acceptance points are joint statements, funded commitments and follow-through.

SourceFrance Diplomatie
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